15 openstreetmap
Downloading OpenStreetMap data with a single line of code
Uncomment the following line to install leafmap if needed.
In [1]:
# !pip install geopandas osmnx leafmap
In [2]:
import leafmap
Add OSM data of place(s) by name or ID to the map. Note that the leafmap custom layer control does not support GeoJSON, we need to use the ipyleaflet built-in layer control.
In [3]:
m = leafmap.Map(google_map=None, toolbar_control=False, layers_control=True)
m.add_osm_from_geocode("New York City", layer_name='NYC')
m
Out[3]:
Make this Notebook Trusted to load map: File -> Trust Notebook
In [4]:
m = leafmap.Map(google_map=None, toolbar_control=False, layers_control=True)
m.add_osm_from_geocode("Chicago, Illinois", layer_name='Chicago, IL')
m
Out[4]:
Make this Notebook Trusted to load map: File -> Trust Notebook
Add OSM entities within boundaries of geocodable place(s) to the map.
In [5]:
m = leafmap.Map(google_map=None, toolbar_control=False, layers_control=True)
place = "Bunker Hill, Los Angeles, California"
tags = {"building": True}
m.add_osm_from_place(place, tags, layer_name="Los Angeles, CA")
m
Out[5]:
Make this Notebook Trusted to load map: File -> Trust Notebook
Show OSM feature tags.
In [6]:
# leafmap.osm_tags_list()
Add OSM entities within some distance N, S, E, W of address to the map.
In [7]:
m = leafmap.Map(google_map=None, toolbar_control=False, layers_control=True)
m.add_osm_from_address(
address="New York City",
tags={"amenity": "bar"},
dist=1500,
layer_name="NYC bars")
m
/opt/hostedtoolcache/Python/3.8.11/x64/lib/python3.8/site-packages/geopandas/_vectorized.py:142: DeprecationWarning: An exception was ignored while fetching the attribute `__array_interface__` from an object of type 'Polygon'. With the exception of `AttributeError` NumPy will always raise this exception in the future. Raise this deprecation warning to see the original exception. (Warning added NumPy 1.21) aout[:] = out /opt/hostedtoolcache/Python/3.8.11/x64/lib/python3.8/site-packages/geopandas/_vectorized.py:142: DeprecationWarning: An exception was ignored while fetching the attribute `__array_interface__` from an object of type 'MultiPolygon'. With the exception of `AttributeError` NumPy will always raise this exception in the future. Raise this deprecation warning to see the original exception. (Warning added NumPy 1.21) aout[:] = out /opt/hostedtoolcache/Python/3.8.11/x64/lib/python3.8/site-packages/pandas/core/dtypes/cast.py:1981: DeprecationWarning: An exception was ignored while fetching the attribute `__array_interface__` from an object of type 'Polygon'. With the exception of `AttributeError` NumPy will always raise this exception in the future. Raise this deprecation warning to see the original exception. (Warning added NumPy 1.21) result[:] = values
Out[7]:
Make this Notebook Trusted to load map: File -> Trust Notebook
In [8]:
m = leafmap.Map(google_map=None, toolbar_control=False, layers_control=True)
m.add_osm_from_address(
address="New York City",
tags={
"landuse": ["retail", "commercial"],
"building": True
},
dist=1000, layer_name="NYC buildings")
m
/opt/hostedtoolcache/Python/3.8.11/x64/lib/python3.8/site-packages/geopandas/_vectorized.py:142: DeprecationWarning: An exception was ignored while fetching the attribute `__array_interface__` from an object of type 'Polygon'. With the exception of `AttributeError` NumPy will always raise this exception in the future. Raise this deprecation warning to see the original exception. (Warning added NumPy 1.21) aout[:] = out /opt/hostedtoolcache/Python/3.8.11/x64/lib/python3.8/site-packages/geopandas/_vectorized.py:142: DeprecationWarning: An exception was ignored while fetching the attribute `__array_interface__` from an object of type 'MultiPolygon'. With the exception of `AttributeError` NumPy will always raise this exception in the future. Raise this deprecation warning to see the original exception. (Warning added NumPy 1.21) aout[:] = out /opt/hostedtoolcache/Python/3.8.11/x64/lib/python3.8/site-packages/pandas/core/dtypes/cast.py:1981: DeprecationWarning: An exception was ignored while fetching the attribute `__array_interface__` from an object of type 'Polygon'. With the exception of `AttributeError` NumPy will always raise this exception in the future. Raise this deprecation warning to see the original exception. (Warning added NumPy 1.21) result[:] = values /opt/hostedtoolcache/Python/3.8.11/x64/lib/python3.8/site-packages/pandas/core/dtypes/cast.py:1981: DeprecationWarning: An exception was ignored while fetching the attribute `__array_interface__` from an object of type 'MultiPolygon'. With the exception of `AttributeError` NumPy will always raise this exception in the future. Raise this deprecation warning to see the original exception. (Warning added NumPy 1.21) result[:] = values
Out[8]:
Make this Notebook Trusted to load map: File -> Trust Notebook